Abstract:With hundreds of species interacting with each other as well as with specific proteins and cells in the body, the gut microbiome is a complex ecosystem embedded within a complex organism. Microbiome impacts on host health can shape key aspects of fitness, such as development, 1 fecundity, 2 and lifespan, 3,4 while the host in turn can shape the microbiome. 5 However, complex interactions between microbes can make downstream effects unpredictable, such as when toxin-producing Clostridium species cause pathogenesis after antibiotics reduce gut diversity. 6 A pressing need exists to deconstruct the effects of gut diversity on host health, and new mathematical approaches are needed to quantify the complex patterns of interactions. Central to the microbiome-host relationship are questions of how bacterial diversity is maintained in the gut 7 and how this diversity impacts host fitness. 8 Here we show that interactions between bacteria are major determinants of host physiology and the maintenance of bacterial diversity. We performed a complete combinatorial dissection of the naturally low-diversity Drosophila gut microbiome using germ-free flies colonized with each possible combination of five core species of bacteria, forming a five-dimensional landscape in ecological state space. For each species combination, we measured the resulting bacterial community abundances and fly fitness traits including (i) development, (ii) reproduction, and (iii) lifespan. Notably, we found that the fly gut environment promotes bacterial diversity, which in turn accelerates development, reproduction, and aging. From these measurements we calculated the impact of bacterial interactions on fly fitness by adapting a combinatorial geometry approach, 9 to the microbiome. 10 We found that host phenotypes (e.g. lifespan) from single bacterial species are not predictive of host phenotypes in diverse communities. By contrast, higher-order interactions (involving 3, 4, and 5 species) are widely prevalent and impact both host physiology and the maintenance of bacterial diversity, as recently predicted by ecologists. 11 With regard to evolution, the impacts of bacterial interactions on gut community composition parallel the impacts on host fitness traits, providing a feedback that, propagated over time, may poise a population for emergence of co-evolving microbiome-host units.peer-reviewed)